Developing against real, live data has always been the gold standard for application developers and testers. However, recent changes in regulation, not to mention advances in hacking tools and techniques, have made perilous the option to use live data in software development and testing. But not to fear, there is an option for using real data without fear of data loss and the nightmares that follow.